Patients with renal dysfunction were more likely to be women, older, and have a lower body mass index, lower prevalence of smoking, and a higher prevalence of hypertension, insulin treatment rates, prior PCI or bypass surgery, previous MI, CVA, peripheral vascular disease, and higher serum creatinine level. Here, INS is linked to hypertensive disorder.